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Automation Risk Analysis

Will “Record Tabulating Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #366 of 702. Estimated risk: 66.0%

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AI Exposure Risk

58%

“Record Tabulating Clerk” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 58% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

26%

“Record Tabulating Clerk” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 26% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Statistical Assistants, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Compile and compute data according to statistical formulas for use in statistical studies. May perform actuarial computations and compile charts and graphs for use by actuaries. Includes actuarial clerks.

Avg. Annual Salary $55,470
Avg. Hourly Wage $26.67
Available Jobs (US) 5,900
Job Title & Hierarchy Code (SOC) Statistical Assistants #43-9111
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Statistical Assistants”

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Core Skills & Abilities

  • Interview people and keep track of their responses.

  • Compile statistics from source materials, such as production or sales records, quality-control or test records, time sheets, or survey sheets.

  • Compile reports, charts, or graphs that describe and interpret findings of analyses.

  • Check survey responses for errors, such as the use of pens instead of pencils, and set aside response forms that cannot be used.

  • File data and related information, and maintain and update databases.

  • Compute and analyze data, using statistical formulas and computers or calculators.

  • Check source data to verify completeness and accuracy.

  • Participate in the publication of data or information.

  • Organize paperwork, such as survey forms or reports, for distribution or analysis.

  • Discuss data presentation requirements with clients.

  • Code data prior to computer entry, using lists of codes.

  • Enter data into computers for use in analyses or reports.

  • Select statistical tests for analyzing data.

  • Send out surveys.

Technologies & Software

  • Microsoft Visual Basic
  • Kimi (Moonshot AI)
  • A programming language APL
  • The MathWorks MATLAB
  • Claude (Anthropic)
  • Zapier AI
  • Word processing software
  • Harvard Graphics
  • Microsoft Outlook
  • STATISTICA
  • R
  • Microsoft Copilot
  • Insightful S-PLUS
  • SAP BusinessObjects Crystal Reports
  • Benfield ReMetrica
  • Perplexity AI
  • Napkin AI
  • Database software
  • ChatGPT (OpenAI)
  • Towers Perrin MoSes
  • Oracle Java
  • Systat Software SigmaStat
  • Python
  • Wolfram Research Mathematica
  • QSR International NVivo
  • C#
  • Web browser software
  • Qwen (Alibaba)
  • Gemini (Google)
  • dBASE
  • Structured query language SQL
  • UiPath (RPA + AI)
  • Tableau
  • Nova (Amazon)
  • Notion AI
  • Bentley MicroStation
  • IBM Lotus 1-2-3
  • Microsoft Active Server Pages ASP
  • Otter.ai
  • Google Workspace software
  • SAS
  • DeepSeek
  • Oracle PL/SQL
  • Microsoft Visual Studio
  • Data visualization software
  • PolySystems Asset Delphi
  • Microsoft Word
  • Microsoft PowerPoint
  • Llama (Meta)
  • Software development tools
  • Corel WordPerfect Office Suite
  • GGY AXIS
  • StataCorp Stata
  • Grok (xAI)
  • Avidian Technologies Prophet
  • Minitab
  • Microsoft Excel
  • Microsoft Access
  • Microsoft Office software
  • Grammarly AI
  • Mistral (Mistral AI)
  • Hyland OnBase Enterprise Content Management
  • Gemini for Workspace
  • C++
  • IBM SPSS Statistics
  • 10-key calculators
  • Liquid crystal display LCD video projectors
  • Desktop computers
  • Universal serial bus USB flash drives
  • Laptop computers
  • Graphing calculators
  • Personal computers
  • Supercomputers